all_cols = [{
    "col": "id",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "node",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "segmentCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tcpflags.rst",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tcpflags.ack",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tcpflags.syn",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tcpflags.urg",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tcpflags.psh",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tcpflags.syn-ack",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tcpflags.fin",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "source.ip",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "destination.ip",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "source.port",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "source.packets",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "source.bytes",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "destination.port",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "destination.bytes",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "destination.packets",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "initRTT",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "firstPacket",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "lastPacket",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "ipProtocol",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "protocolCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "protocol",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "server.bytes",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "totDataBytes",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "network.packets",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "network.bytes",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "length",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "client.bytes",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.uri",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.uri_length_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.uri_length_var",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.uri_param_count_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.uri_param_count_var",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.uri_depth_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.uri_depth_var",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.uri_filename_length_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.uri_filename_length_var",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.response-content-type",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.bodyMagicCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.statuscodeCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.clientVersionCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.response-content-typeCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.xffIpCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.requestHeaderCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.serverVersion",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.serverVersionCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.responseHeaderCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.xffIp",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.clientVersion",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.useragentCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.statuscode",
    "is_origin_col": True,
    "type": "array_num"
}, {
    "col": "http.bodyMagic",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.request-content-type",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.uriCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.useragent",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.keyCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.request-referer",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.request-refererCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.path",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.hostCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.host",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.response-server",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.pathCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.methodCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.method",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.method-GET",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.method-POST",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.key",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.hostTokens",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "http.requestHeader",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "http.responseHeader",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "dns.ASN",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "dns.RIR",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "dns.GEO",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "dns.alpn",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "dns.alpnCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "dns.ip",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "dns.ipCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "dns.OpCode",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "dns.OpCodeCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "dns.Puny",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "dns.PunyCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "dns.QueryClass",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "dns.QueryClassCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "dns.QueryType",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "dns.QueryTypeCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "dns.status",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "dns.hostCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "dns.host",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "dns.statusCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tls.cipher",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "tls.cipherCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tls.dstSessionId",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "tls.ja3",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "tls.ja3Cnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tls.ja3s",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "tls.ja3sCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tls.ja4",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "tls.ja4Cnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tls.srcSessionId",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "tls.version",
    "is_origin_col": True,
    "type": "array_str"
}, {
    "col": "tls.versionCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tls.ja4_r",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "tls.ja4_rCnt",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packetPos",
    "is_origin_col": True,
    "type": "array_num"
}, {
    "col": "sip_geo_country_iso",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "sip_geo_province_name",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "sip_geo_city_name",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "dip_geo_country_iso",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "dip_geo_province_name",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "dip_geo_city_name",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "xffip_geo_country_iso",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "xffip_geo_province_name",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "xffip_geo_city_name",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "status_code_1x_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "status_code_2x_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "status_code_3x_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "status_code_4x_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "status_code_5x_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "session_time_diff",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "session_per_packet_req_time_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "session_per_packet_res_time_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "per_packet_req_time",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "per_packet_res_time",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "session_per_packet_time_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "req_payload_visible",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "res_payload_visible",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "req_has_payload",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "res_has_payload",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "dns.domain",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "req_transfer_encoding",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "res_transfer_encoding",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "req_content_encoding",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "res_content_encoding",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "req_uri",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "packet_no_res",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "res_status_code",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "req_method",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "req_res_packet_len_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "res_req_packet_len_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "entropy_per_packet_req_body",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "entropy_per_packet_res_body",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "entropy_per_packet_all_body",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "entropy_session_req_body",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "entropy_session_res_body",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "entropy_session_all_body",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "entropy_per_packet_uri",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "entropy_dns_domain",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "dangerous_deny_method",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "dangerous_protocol",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "dangerous_severity",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "dangerous_threat_summary",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "dangerous_traffic_type",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "is_dangerous",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "sql_injection_exist",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "cmd_injection_exist",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "xxe_attack_exist",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "xss_attack_exist",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "sensitive_data_exist",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "deserialize_exist",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "log_injection_exist",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "sql_injection_count",
    "is_origin_col": True,
    "type": "array_num"
}, {
    "col": "cmd_injection_count",
    "is_origin_col": True,
    "type": "array_num"
}, {
    "col": "xxe_attack_count",
    "is_origin_col": True,
    "type": "array_num"
}, {
    "col": "xss_attack_count",
    "is_origin_col": True,
    "type": "array_num"
}, {
    "col": "sensitive_data_count",
    "is_origin_col": True,
    "type": "array_num"
}, {
    "col": "deserialize_count",
    "is_origin_col": True,
    "type": "array_num"
}, {
    "col": "log_injection_count",
    "is_origin_col": True,
    "type": "array_num"
}, {
    "col": "packet_size_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_size_variance",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_total_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_total_average",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_total_min",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_total_max",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_total_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_total_percent",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_0_19_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_0_19_average",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_0_19_min",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_0_19_max",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_0_19_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_0_19_percent",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_20_39_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_20_39_average",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_20_39_min",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_20_39_max",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_20_39_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_20_39_percent",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_40_79_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_40_79_average",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_40_79_min",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_40_79_max",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_40_79_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_40_79_percent",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_80_159_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_80_159_average",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_80_159_min",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_80_159_max",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_80_159_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_80_159_percent",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_160_319_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_160_319_average",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_160_319_min",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_160_319_max",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_160_319_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_160_319_percent",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_320_639_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_320_639_average",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_320_639_min",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_320_639_max",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_320_639_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_320_639_percent",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_640_1279_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_640_1279_average",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_640_1279_min",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_640_1279_max",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_640_1279_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_640_1279_percent",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_1280_2559_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_1280_2559_average",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_1280_2559_min",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_1280_2559_max",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_1280_2559_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_1280_2559_percent",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_2560_5119_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_2560_5119_average",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_2560_5119_min",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_2560_5119_max",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_2560_5119_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_2560_5119_percent",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_more_than_5120_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_more_than_5120_average",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_more_than_5120_min",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_more_than_5120_max",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_more_than_5120_rate",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "packet_len_more_than_5120_percent",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "network.bytes_minus_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "network.bytes_z_score",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "source.bytes_minus_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "source.bytes_z_score",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "destination.bytes_minus_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "destination.bytes_z_score",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "totDataBytes_minus_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "totDataBytes_z_score",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.requestHeaderCnt_minus_mean",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "http.requestHeaderCnt_z_score",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "URI_FEATURES_EXTRA_param_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "URI_FEATURES_EXTRA_path_depth",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "URI_FEATURES_EXTRA_param_length_avg",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "URI_FEATURES_EXTRA_param_length_max",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "URI_FEATURES_EXTRA_contains_sql",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "URI_FEATURES_EXTRA_contains_xss",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "URI_FEATURES_EXTRA_contains_cmd",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "URI_FEATURES_EXTRA_contains_path",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "URI_FEATURES_EXTRA_contains_redirect",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "URI_FEATURES_EXTRA_contains_danger",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "URI_FEATURES_EXTRA_contains_suspicious_ext",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "UserAgent_is_attack",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "UserAgent_is_enterprise",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "UserAgent_browser",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "UserAgent_browser_version",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "UserAgent_os",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "UserAgent_os_version",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "UserAgent_device_type",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "UserAgent_platform",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "UserAgent_is_bot",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "UserAgent_language",
    "is_origin_col": True,
    "type": "string"
}, {
    "col": "UserAgent_special_char_count",
    "is_origin_col": True,
    "type": "number"
}, {
    "col": "UserAgent_is_unknown",
    "is_origin_col": True,
    "type": "bool"
}, {
    "col": "http.uri_domain",
    "is_origin_col": False,
    "type": "array_str"
}, {
    "col": "http.uri_path",
    "is_origin_col": False,
    "type": "array_str"
}, {
    "col": "http.uri_params",
    "is_origin_col": False,
    "type": "array_str"
}, {
    "col": "UserAgent_browser_version_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "UserAgent_browser_version_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "UserAgent_browser_version_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "UserAgent_browser_version_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_country_iso_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_country_iso_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_country_iso_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_country_iso_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_country_iso_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_country_iso_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_country_iso_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_country_iso_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_country_iso_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_country_iso_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_province_name_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_province_name_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_province_name_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_province_name_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_province_name_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_province_name_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_province_name_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_province_name_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_province_name_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_province_name_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_city_name_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_city_name_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_city_name_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_city_name_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_city_name_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_city_name_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_city_name_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_city_name_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_city_name_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sip_geo_city_name_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_country_iso_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_country_iso_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_country_iso_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_country_iso_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_country_iso_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_country_iso_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_country_iso_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_country_iso_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_country_iso_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_country_iso_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_province_name_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_province_name_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_province_name_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_province_name_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_province_name_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_province_name_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_province_name_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_province_name_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_province_name_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_province_name_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_city_name_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_city_name_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_city_name_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_city_name_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_city_name_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_city_name_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_city_name_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_city_name_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_city_name_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "dip_geo_city_name_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_country_iso_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_country_iso_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_country_iso_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_country_iso_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_country_iso_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_country_iso_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_country_iso_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_country_iso_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_country_iso_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_country_iso_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_province_name_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_province_name_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_province_name_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_province_name_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_province_name_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_province_name_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_province_name_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_province_name_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_province_name_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_province_name_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_city_name_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_city_name_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_city_name_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_city_name_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_city_name_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_city_name_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_city_name_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_city_name_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_city_name_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "xffip_geo_city_name_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_payload_visible_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_payload_visible_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_payload_visible_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_payload_visible_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_payload_visible_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_payload_visible_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_payload_visible_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_payload_visible_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_payload_visible_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_payload_visible_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "res_payload_visible_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "res_payload_visible_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "res_payload_visible_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "res_payload_visible_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "res_payload_visible_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "res_payload_visible_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "res_payload_visible_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "res_payload_visible_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "res_payload_visible_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "res_payload_visible_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_transfer_encoding_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_transfer_encoding_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_transfer_encoding_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_transfer_encoding_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_transfer_encoding_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_transfer_encoding_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_transfer_encoding_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_transfer_encoding_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_transfer_encoding_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "req_transfer_encoding_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "res_transfer_encoding_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "res_transfer_encoding_1",
    "is_origin_col": False,
    "type": "number"
}, {
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    "is_origin_col": False,
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
    "col": "http.host_1",
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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    "type": "number"
}, {
    "col": "http.host_8",
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    "type": "number"
}, {
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    "type": "number"
}, {
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    "type": "number"
}, {
    "col": "http.response-server_1",
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    "type": "number"
}, {
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}, {
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    "type": "number"
}, {
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}, {
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}, {
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    "type": "number"
}, {
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    "type": "number"
}, {
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    "type": "number"
}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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}, {
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    "type": "number"
}, {
    "col": "http.method_8",
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}, {
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}, {
    "col": "http.uri_domain_0",
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}, {
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}, {
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}, {
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    "type": "number"
}, {
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    "type": "number"
}, {
    "col": "http.uri_domain_5",
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    "type": "number"
}, {
    "col": "http.uri_domain_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.uri_domain_7",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.uri_domain_8",
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    "type": "number"
}, {
    "col": "http.uri_domain_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.uri_path_0",
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    "type": "number"
}, {
    "col": "http.uri_path_1",
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    "type": "number"
}, {
    "col": "http.uri_path_2",
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    "type": "number"
}, {
    "col": "http.uri_path_3",
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    "type": "number"
}, {
    "col": "http.uri_path_4",
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    "type": "number"
}, {
    "col": "http.uri_path_5",
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    "type": "number"
}, {
    "col": "http.uri_path_6",
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    "type": "number"
}, {
    "col": "http.uri_path_7",
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    "type": "number"
}, {
    "col": "http.uri_path_8",
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    "type": "number"
}, {
    "col": "http.uri_path_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.uri_params_0",
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    "type": "number"
}, {
    "col": "http.uri_params_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.uri_params_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.uri_params_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.uri_params_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.uri_params_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.uri_params_6",
    "is_origin_col": False,
    "type": "number"
}, {
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    "type": "number"
}, {
    "col": "http.uri_params_8",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.uri_params_9",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.statuscode_200",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.statuscode_206",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.statuscode_301",
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    "type": "number"
}, {
    "col": "http.statuscode_302",
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    "type": "number"
}, {
    "col": "http.statuscode_304",
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    "type": "number"
}, {
    "col": "http.statuscode_307",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.statuscode_401",
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    "type": "number"
}, {
    "col": "http.statuscode_403",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "http.statuscode_404",
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    "type": "number"
}, {
    "col": "http.statuscode_405",
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    "type": "number"
}, {
    "col": "http.statuscode_500",
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    "type": "number"
}, {
    "col": "sql_injection_count_0",
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    "type": "number"
}, {
    "col": "sql_injection_count_1",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sql_injection_count_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sql_injection_count_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sql_injection_count_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sql_injection_count_5",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sql_injection_count_6",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sql_injection_count_14",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sql_injection_count_16",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sql_injection_count_41",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sql_injection_count_46",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sql_injection_count_58",
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    "type": "number"
}, {
    "col": "cmd_injection_count_0",
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    "type": "number"
}, {
    "col": "cmd_injection_count_1",
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    "type": "number"
}, {
    "col": "cmd_injection_count_2",
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    "type": "number"
}, {
    "col": "cmd_injection_count_3",
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    "type": "number"
}, {
    "col": "cmd_injection_count_4",
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    "type": "number"
}, {
    "col": "cmd_injection_count_5",
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    "type": "number"
}, {
    "col": "cmd_injection_count_6",
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    "type": "number"
}, {
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    "type": "number"
}, {
    "col": "xss_attack_count_0",
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    "type": "number"
}, {
    "col": "sensitive_data_count_0",
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    "type": "number"
}, {
    "col": "sensitive_data_count_1",
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    "type": "number"
}, {
    "col": "sensitive_data_count_2",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sensitive_data_count_3",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sensitive_data_count_4",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "sensitive_data_count_5",
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    "type": "number"
}, {
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    "type": "number"
}, {
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    "type": "number"
}, {
    "col": "deserialize_count_0",
    "is_origin_col": False,
    "type": "number"
}, {
    "col": "log_injection_count_0",
    "is_origin_col": False,
    "type": "number"
}]
